CN109684524A

CN109684524A - Using recommended method, device, storage medium and electronic equipment

Info

Publication number: CN109684524A
Application number: CN201811536559.0A
Authority: CN
Inventors: 吕凯强; 陈群典; 胡亚军; 袁紫玲
Original assignee: Huizhou TCL Mobile Communication Co Ltd
Current assignee: Huizhou TCL Mobile Communication Co Ltd
Priority date: 2018-12-14
Filing date: 2018-12-14
Publication date: 2019-04-26

Abstract

The embodiment of the present application provides a kind of application recommended method, device, storage medium and electronic equipment, the application recommended method includes: to be turned in each sampling periods by obtaining in historical time section using corresponding application parameter, wherein, the application parameter includes that each described be turned on applies the number of starts in each sampling periods and averagely use duration；It is generated according to present period and the application parameter and applies recommendation list；It is carried out according to the application recommendation list using recommendation, and the application of the recommendation is shown on the display interface of the electronic equipment, the application that recommendation can be promoted corresponds to user's accuracy required in time, time when target application is found so as to shorten user, to improve diversity and interactive efficiency using the human-computer interaction in recommended technology, to promote the user experience that application is recommended.

Description

Using recommended method, device, storage medium and electronic equipment

Technical field

This application involves electronic technology field, in particular to a kind of application recommended method, device, storage medium and electronics are set It is standby.

Background technique

Increasingly developed with intelligent mobile communication equipment, the function of smart phone is also more and more comprehensive, powerful.People Life also gradually be unable to do without mobile phone.Richer life style causes more and more using the mobile phone for being installed in user On, with increasing for mounted application, the time that user spends when finding and applying is increasingly longer.Having on each smart phone can It can be mounted with how tens of or even up to a hundred applications are quickly found target application in so numerous applications, it is more next More by the common concern of industry.

Traditional has been unable to satisfy the demand that user is quickly found out application using sortord, then on smart phone gradually There is the function that application is recommended, user is facilitated to be quickly found out target application in numerous APP application programs.But using recommendation Function be substantially the higher preceding several applications of user's frequency of use since using mobile phone, recommend by frequency of use merely The mode of application can not accurately recommend to the application that user wants, poor user experience very much.

Summary of the invention

The embodiment of the present application provides a kind of application recommended method, device, storage medium and electronic equipment, can promote recommendation Application correspond to user's required accuracy in time, time when target application is found so as to shorten user, application is improved and pushes away Recommend the diversity and interactive efficiency of the human-computer interaction in technology.

The embodiment of the present application provides a kind of using recommended method, is applied in electronic equipment, which comprises

It obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein the application Parameter includes that each described be turned on applies the number of starts in each sampling periods and averagely use duration；

It is generated according to present period and the application parameter and applies recommendation list；

It is carried out according to the application recommendation list using recommendation, and on the display interface of the electronic equipment described in display The application of recommendation.

The embodiment of the present application also provides a kind of using recommendation apparatus, and described device includes:

Module is obtained, is turned in each sampling periods in historical time section for obtaining using corresponding application parameter, Wherein, the application parameter includes that each described be turned on applies the number of starts in each sampling periods and be averaged Use duration；

Generation module applies recommendation list for generating according to present period and the application parameter；

Recommending module, for being carried out according to the application recommendation list using recommendation, and in the display of the electronic equipment The application of the recommendation is shown on interface.

The embodiment of the present application also provides a kind of storage medium, computer program is stored in the storage medium, when described When computer program is run on computers, so that computer execution is above-mentioned to apply recommended method.

The embodiment of the present application also provides a kind of electronic equipment, including processor and memory, is stored in the memory Computer program, the processor is by calling the computer program stored in the memory, for executing above-mentioned answer Use recommended method.

The embodiment of the present application is joined by obtaining to be turned in each sampling periods in historical time section using corresponding application Number, wherein the application parameter include it is each it is described be turned on apply the number of starts in each sampling periods and Averagely use duration；It is generated according to present period and the application parameter and applies recommendation list；Recommend to arrange according to the application Table is carried out using recommendation, and the application of the recommendation is shown on the display interface of the electronic equipment, can promote recommendation Using user's accuracy required in time is corresponded to, time when target application is found so as to shorten user, is pushed away with improving application The diversity and interactive efficiency of the human-computer interaction in technology are recommended, to promote the user experience that application is recommended.

Detailed description of the invention

In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment Attached drawing is briefly described.It should be evident that the drawings in the following description are only some examples of the present application, for For those skilled in the art, without creative efforts, it can also be obtained according to these attached drawings other attached Figure.

Fig. 1 is the flow diagram provided by the embodiments of the present application using recommended method.

Fig. 2 is the interaction schematic diagram provided by the embodiments of the present application using recommended method.

Fig. 3 is another flow diagram provided by the embodiments of the present application using recommended method.

Fig. 4 is the structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.

Fig. 5 is another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.

Fig. 6 is the another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.

Fig. 7 is another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.

Fig. 8 is the structural schematic diagram of electronic equipment provided by the embodiments of the present application.

Specific embodiment

Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete Site preparation description.Obviously, described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on Embodiment in the application, those skilled in the art's every other implementation obtained under that premise of not paying creative labor Example, belongs to the protection scope of the application.

Increasingly developed with intelligent mobile communication equipment, the function of smart phone is also more and more comprehensive, powerful.People Life also gradually be unable to do without mobile phone.Richer life style causes more and more using the mobile phone for being installed in user On, with increasing for mounted application, the time that user spends when finding and applying is increasingly longer, and traditional applies sortord It has been unable to satisfy the demand that user is quickly found out application, has then been gradually appeared on smart phone using the function of recommending, facilitates use Family is quickly found out target application in numerous APP application programs.But using the function of recommendation substantially from using mobile phone with Carry out the higher preceding several applications of user's frequency of use.But it is such as handled official business in view of user using the scene and the difference of time of application Application used in time and time of having a rest at weekend user is certain to variant, the above-mentioned side for recommending application by frequency of use merely Formula can not accurately recommend to the application that user wants very much.Therefore, the embodiment of the present application provides a kind of application recommended method, dress Set, storage medium and electronic equipment, the application that can promote recommendation corresponds to user's accuracy required in time, so as to shorten with Time when target application is found at family, improves diversity and interactive efficiency using the human-computer interaction in recommended technology.

The embodiment of the present application provides a kind of using recommended method, and the application recommended method can be applied to electronic equipment In.The electronic equipment can be the equipment such as smart phone, tablet computer.

Referring to Fig. 1, Fig. 1 is the flow diagram provided by the embodiments of the present application using recommended method.The application pushes away Method is recommended, is applied in electronic equipment, the method may include following steps:

Step 101, it obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein The application parameter includes each described being turned on the number of starts and average use applied in each sampling periods Duration.

Wherein, the historical time section can be manually set, for example can be the half a year or 1 year before current point in time, If user is less than the duration of historical time section of setting using the time, actual historical time section is that user enables electronics Equipment started to the period between current point in time.

The sampling periods can be determined according to the application scenarios of user and/or using the period.

For example, can determine the sampling periods according to date type and application period.For example, historical time section is set 1 year of the historical time section can be divided into working day, weekend, festivals or holidays three by 1 year be set to before current point in time Date type, the weekend are the common weekend not comprising the legal festivals and holidays；Then again by each of above three date type It 24 hours are divided into multiple using the period, for example the first application period was 01:01-70:00, and the second application period was 7:01- 11:00, third are 11:01-14:00 using the period, and the 4th application period was 14:01-18:00, and the 5th application period was 18: 01-20:00, the 6th application period are 20:01- next day 01:00, as a result, can be with according to above-mentioned date type and application period Correspondence obtains 18 sampling periods.

Wherein, each sampling periods include multiple sampling time points, and the sampling time point can be used to indicate that sampling frequency Rate, for example, can per minute or sampling in every two minutes it is primary, sampling time point can show as the shape that x divides when x x month x day x Formula.Each sampling time point is sampled in historical time section to obtain being turned on the sampled data of application, then to institute It states sampled data to be analyzed, to obtain being turned in each sampling periods using corresponding application parameter.

Wherein, the application parameter includes each described being turned on the number of starts applied in each sampling periods And averagely use duration.Obtain first it is each it is described be turned on apply the number of starts in each sampling periods and Using the total duration of application, then determined according to the total duration using application divided by the total of the number of starts described Averagely use duration.

Wherein, the application parameter can also include the parameter that other influences user uses preference, for example, the application is joined Number further includes that each described be turned on applies equipment state corresponding when being called every time in each sampling periods, than Such as described equipment state may include location information, information about power, sensor states, earphone state, screen lock state.

Step 102, it is generated according to present period and the application parameter and applies recommendation list.

In some embodiments, described generated according to present period and the application parameter applies recommendation list, comprising:

According to the number of starts and described averagely determine that each described be turned on is applied in each sampling using duration Frequency of use in period；

The height of the frequency of use according to corresponding to sampling periods locating for the present period generates the application Recommendation list.

In some embodiments, described according to the number of starts and described averagely to determine each quilt using duration Open the frequency of use of application, comprising:

First described it is turned on using for the first time being sorted from more to few relationship to each according to the number of starts；

When it is described be turned on the number of starts that is turned on application there are two or more in application it is identical when, according still further to It is described averagely using two or more identical to the number of starts of the relationship of duration from long to short be turned on using into Capable minor sort again；

It is determined according to the ranking results of sequence and the minor sort again for the first time and each described is turned on making for application With the height relationship of frequency.

Specifically, obtain the number of starts and it is described averagely using duration after, with the number of starts and It is described averagely to use duration as judgment criteria to judge the frequency of use height for being turned on application in each sampling periods, head The number of the number of starts judged, first with the ranking results to be sorted for the first time；Judge the average length using duration, again to obtain The ranking results of minor sort again determine each quilt further according to the ranking results of sequence and the minor sort again for the first time Open the height relationship of the frequency of use of application.For example, the number of starts is mostly determined as the first use using duration length with average Frequency, the number of starts are mostly determined as the second frequency of use with length when average use, the number of starts it is few with averagely use duration Long to be determined as third frequency of use, the number of starts is few to be determined as the 4th frequency of use with length when averagely using, and described the One frequency of use is higher than second frequency of use, and second frequency of use is higher than the third frequency of use, the third Frequency of use is higher than the 4th frequency of use.

In some embodiments, the application parameter further includes that each described be turned on is applied in each sampling periods Corresponding equipment state when interior called every time, it is described that application recommendation column are generated according to present period and the application parameter Table, further includes:

It is generated according to current device state, the present period and the application parameter and applies recommendation list.

Wherein, the application parameter further include it is each it is described be turned on to apply adjusted every time in each sampling periods Equipment state corresponding to used time, for example, the equipment state may include using be turned on when location information, information about power, Sensor states, earphone state, screen lock state etc..

Wherein, some application programs needs can just be called under specific equipment state, for example, certain markets or supermarket Self-service program of checking, need just be called in the market of corresponding position, can be with when user is when market carries out self-service check According to the current location information for the electronic equipment that user carries, will be answered in historical time section in corresponding be turned on of the location information With in addition recommendation list.

For example, when the equipment state in the application parameter includes being turned on using location information corresponding when being called When, each sampling time point is sampled in historical time section to obtain being turned on the sampled data of application, then to institute It states sampled data to be analyzed: using sorting out, then again the corresponding of same position information in sampled data is turned on Judge the number for the number of starts for being turned on application in same position information, then judges to be turned on application in same position information The length for averagely using duration, judges that different location information is corresponding in each sampling periods as judgment criteria and is opened Open application frequency of use height, finally corresponding to the sampling periods according to locating for current location information and present period described in The height of frequency of use generates described using recommendation list.

For example, when the equipment state in the application parameter includes being turned on using information about power corresponding when being called When, each sampling time point is sampled in historical time section to obtain being turned on the sampled data of application, then to institute It states sampled data to be analyzed: will be turned on according to the information about power in sampled data and carry out power consumption using according to average power consumption Grade separation, then judge the number for the number of starts for being turned on application in same power consumption grade again, then judge same power consumption etc. It is turned on the average length using duration of application in grade, the different consumptions in each sampling periods are judged as judgment criteria The corresponding frequency of use height for being turned on application of electric grade, finally according to locating for current residual electricity information and present period The height of the frequency of use corresponding to sampling periods generates described using recommendation list.For example, current residual electricity is less When, then it is corresponding using recommendation list can to match low power consumption grade；When current residual electricity is more, then high power consumption can be matched Grade is corresponding to apply recommendation list, or without limiting power consumption grade, the directly conventional application recommendation list of matching again.

Step 103, it is carried out according to the application recommendation list using recommendation, and on the display interface of the electronic equipment Show the application of the recommendation.

In some embodiments, described to be carried out according to the application recommendation list using recommendation, and in the electronic equipment Display interface on show the application of the recommendation, comprising:

It is carried out described using application of the ranking in recommendation list before default ranking using recommendation；

When the main screen interface of electronic equipment receives the touch command slided to the right, controls the electronic equipment and enter First display interface, and show on first display interface application of the recommendation；Or

When the main screen interface of electronic equipment receives the touch command of upward sliding, controls the electronic equipment and enter Second display interface, and show on second display interface application of the recommendation；Or

When the main screen interface of electronic equipment receives the touch command slided to the left, controls the electronic equipment and enter Third display interface, and show on the third display interface application of the recommendation.

For example, the display interface of electronic equipment may include main screen interface, negative one screen, search interface, sliding menu bar, Shortcut menu column etc..

For example, as shown in Fig. 2, Fig. 2 is the interaction schematic diagram provided by the embodiments of the present application using recommended method.Work as user Slide to the right is carried out on main screen interface 100, when so that electronic equipment receiving the touch command slided to the right, control The electronic equipment enters the first display interface 200, and the application of the recommendation is shown on first display interface 200 101, wherein the first display interface 200 can be the negative one screen of electronic equipment, and the negative one screen is some quick commonly used in placing Function and notification message can carry out the display for recommending application at the top of negative one screen, so that user selects at the top of negative one screen Select the application of recommendation, wherein dotted line position is the application recommended.

When user carries out upward sliding operation on main screen interface 100, so that electronic equipment receives upward sliding When touch command, the electronic equipment is controlled into the second display interface 300, and show on second display interface 300 The application of the recommendation, wherein the second display interface 300 can be the search interface or sliding menu bar of electronic equipment, can Perhaps to slide the display for carrying out recommending application at the top of menu bar in search interface so that user is in search interface or sliding The application that the top selection of menu bar is recommended, wherein dotted line position is the application recommended.For example, sliding menu bar (Drawer) It may include pull-up menu column, drop-down menu column or sideslip menu bar.

When user carries out slide to the left on main screen interface 100, so that electronic equipment is received and is slided to the left When touch command, controls the electronic equipment and enter third display interface 400, and shown on the third display interface 400 The application of the recommendation.Wherein, third display interface 400 can be the shortcut menu column of electronic equipment, the shortcut menu column Common shortcut icon is generally placed, shortcut menu column is generally shown in the lower section of main screen display interface, can be in main screen The position on curtain lower section display shortcut menu column carries out the operation of upward sliding, and the icon shown in shortcut menu column at this time can switch Corresponding icon is applied at recommendation, so that user selects the application recommended in shortcut menu column, wherein dotted line position is to recommend Application.

All the above alternatives can form the alternative embodiment of the application, herein no longer using any combination It repeats one by one.

When it is implemented, the application is not limited by the execution sequence of described each step, conflict is not being generated In the case of, certain steps can also be carried out using other sequences or be carried out simultaneously.

From the foregoing, it will be observed that provided by the embodiments of the present application apply recommended method, by obtaining each sampling in historical time section It is turned in period using corresponding application parameter, wherein the application parameter includes that each described be turned on is applied described The number of starts in each sampling periods and averagely use duration；Application is generated according to present period and the application parameter Recommendation list；It is carried out according to the application recommendation list using recommendation, and shows institute on the display interface of the electronic equipment The application of recommendation is stated, the application that can promote recommendation corresponds to user's accuracy required in time, finds mesh so as to shorten user Time when mark application, to improve diversity and interactive efficiency using the human-computer interaction in recommended technology, to promote application The user experience of recommendation.

Referring to Fig. 3, Fig. 3 is another flow diagram provided by the embodiments of the present application using recommended method.It is described to answer With recommended method, it is applied in electronic equipment, the method may include following steps:

Step 201, it is determined according to multiple application periods in the date type and every day in historical time section described Sampling periods.

Wherein, the specific embodiment of the step 201 is as follows:

The historical time section is subjected to date type classification, the date type includes working day, weekend and festivals or holidays；

It will be divided into every day in the historical time section multiple using the period；

The sampling periods are determined according to the date type and the application period.

For example, the historical time section can be manually set, for example can be the half a year or 1 year before current point in time, If user is less than the duration of historical time section of setting using the time, actual historical time section is that user enables electronics Equipment started to the period between current point in time.

Step 202, it obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein The application parameter includes each described being turned on the number of starts and average use applied in each sampling periods Duration.

Step 203, it is generated according to present period and the application parameter and applies recommendation list.

Step 204, it is carried out according to the application recommendation list using recommendation, and on the display interface of the electronic equipment Show the application of the recommendation.

For example, as shown in Fig. 2, when user carries out slide to the right on main screen interface 100, so that electronic equipment connects When receiving the touch command slided to the right, the electronic equipment is controlled into the first display interface 200, and in first display The application 101 of the recommendation is shown on interface 200, wherein the first display interface 200 can be the negative one screen of electronic equipment, institute Negative one screen is stated commonly used in placing some shortcut functions and notification message, can carry out recommending the aobvious of application at the top of negative one screen Show, so that the application that user recommends in the selection of the top of negative one screen, wherein dotted line position is the application recommended.

When user carries out upward sliding operation on main screen interface 100, so that electronic equipment receives upward sliding When touch command, the electronic equipment is controlled into the second display interface 300, and show on second display interface 300 The application of the recommendation, wherein the second display interface 300 can be the search interface or sliding menu bar of electronic equipment, can Perhaps to slide the display for carrying out recommending application at the top of menu bar in search interface so that user is in search interface or sliding The application that the top selection of menu bar is recommended, wherein dotted line position is the application recommended.For example, sliding menu bar may include Pull-up menu column, drop-down menu column or sideslip menu bar.

From the foregoing, it will be observed that provided by the embodiments of the present application apply recommended method, according to the date class in the historical time section Type determines the sampling periods with multiple application periods in every day, quilt in each sampling periods in acquisition historical time section It opens and applies corresponding application parameter, wherein the application parameter includes that each described be turned on is applied in each sampling The number of starts in period and averagely use duration；Application, which is generated, according to present period and the application parameter recommends column Table；It is carried out according to the application recommendation list using recommendation, and shows the recommendation on the display interface of the electronic equipment Application, the application that can promote recommendation corresponds to user's required accuracy in time, finds target application so as to shorten user When time recommended with improving diversity and interactive efficiency using the human-computer interaction in recommended technology with to promote application User experience.

The embodiment of the present application also provides a kind of using recommendation apparatus, and the application recommendation apparatus can integrate in electronic equipment In, the electronic equipment can be the equipment such as smart phone, tablet computer.

Referring to Fig. 4, Fig. 4 is the structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.It is filled using recommendation Setting 30 may include: to obtain module 32, generation module 33 and recommending module 34.

Wherein, the acquisition module 32 is turned in each sampling periods in historical time section for obtaining using correspondence Application parameter, wherein the application parameter includes each described being turned on the starting applied in each sampling periods Number and averagely use duration.

The generation module 33 applies recommendation list for generating according to present period and the application parameter.

In some embodiments, the generation module 33, further includes:

Second determination unit 331, for according to the number of starts and it is described averagely determined using duration it is each described It is turned on the frequency of use applied in each sampling periods；

Generation unit 332, for the frequency of use corresponding to the sampling periods according to locating for the present period Height generates described using recommendation list.

In some embodiments, the determination unit 331, is used for:

In some embodiments, the application parameter further includes that each described be turned on is applied in each sampling periods Corresponding equipment state, the generation module 33 are also used to when interior called every time:

The recommending module 34, for being carried out according to the application recommendation list using recommendation, and in the electronic equipment Display interface on show the application of the recommendation.

In some embodiments, the recommending module 34, comprising:

Recommendation unit 341, for being answered described using application of the ranking in recommendation list before default ranking With recommendation；

Display unit 342, for controlling when the main screen interface of electronic equipment receives the touch command slided to the right The electronic equipment enters the first display interface, and the application of the recommendation is shown on first display interface；Or

Application recommendation apparatus 30 provided by the embodiments of the present application obtains each in historical time section adopt by obtaining module 32 It is turned in the sample period using corresponding application parameter, wherein the application parameter includes that each described be turned on is applied in institute It states the number of starts in each sampling periods and averagely uses duration；Generation module 33 is according to present period and the application Parameter, which generates, applies recommendation list；Recommending module 34 is carried out according to the application recommendation list using recommendation, and in the electronics The application of the recommendation is shown on the display interface of equipment, can promoting the application of recommendation, to correspond to user required in time accurate Degree finds time when target application so as to shorten user, with improve using the diversity of the human-computer interaction in recommended technology with And interactive efficiency, to promote the user experience that application is recommended.

Referring to Fig. 5, Fig. 5 is another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus.Using pushing away Recommending device 30 may include: determining module 31, obtains module 32, generation module 33 and recommending module 34.

Wherein, the determining module 31, for according to more in the date type and every day in the historical time section A application period determines the sampling periods.

In some embodiments, the determining module 31, further includes:

Taxon 311, for the historical time section to be carried out date type classification, the date type includes work Day, weekend and festivals or holidays；

Division unit 312, it is multiple using the period for will be divided into every day in the historical time section；

First determination unit 313 determines the sampling periods according to the date type and the application period.

The acquisition module 32 is turned in each sampling periods in historical time section for obtaining using corresponding application Parameter, wherein the application parameter include it is each it is described be turned on apply the number of starts in each sampling periods with And averagely use duration.

In some embodiments, the generation module 33, further includes:

Determination unit 331, for according to the number of starts and described averagely determining each described opened using duration Open the frequency of use applied in each sampling periods；

In some embodiments, the determination unit 331, is used for:

In some embodiments, the recommending module 34, comprising:

When the main screen interface of electronic equipment receives the touch command of upward sliding, controls the electronic equipment and enter Second display interface, and show on second display interface application of the recommendation；Or the main screen when electronic equipment When interface receives the touch command slided to the left, controls the electronic equipment and enter third display interface, and in the third The application of the recommendation is shown on display interface.

When it is implemented, the above modules can be used as independent entity to realize, any combination can also be carried out, is made It is realized for same or several entities.

From the foregoing, it will be observed that application recommendation apparatus 30 provided by the embodiments of the present application, by determining module 31 according to the history Multiple application periods in date type and every day in period determine the sampling periods；The acquisition of module 32 is obtained to go through It is turned in each sampling periods in the history period using corresponding application parameter, wherein the application parameter includes each institute It states the number of starts being turned on apply in each sampling periods and averagely uses duration；Generation module 33 is according to current Period and the application parameter, which generate, applies recommendation list；Recommending module 34 apply according to the application recommendation list and be pushed away It recommends, and shows the application of the recommendation on the display interface of the electronic equipment, the application that can promote recommendation, which corresponds to, to be used Time when target application is found in family accuracy required in time so as to shorten user, to improve using the people in recommended technology The diversity and interactive efficiency of machine interaction, to promote the user experience that application is recommended.

Referring to Fig. 6, Fig. 6 is the another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus, using pushing away Recommend device 30 include memory 120, one or more processors 180 and one or more application program, wherein this or Multiple application programs are stored in the memory 120, and are configured to be executed by the processor 180；The processor 180 can wrap It includes and obtains module 32, generation module 33 and recommending module 34.For example, the structure and connection relationship of the above all parts can be as Under:

Memory 120 can be used for storing application program and data.It include that can hold in the application program that memory 120 stores Line code.Application program can form various functional modules.Processor 180 is stored in the application journey of memory 120 by operation Sequence, thereby executing various function application and data processing.In addition, memory 120 may include high-speed random access memory, It can also include nonvolatile memory, a for example, at least disk memory, flush memory device or other volatile solid-states are deposited Memory device.Correspondingly, memory 120 can also include Memory Controller, to provide visit of the processor 180 to memory 120 It asks.

Processor 180 is the control centre of device, using the various pieces of various interfaces and the entire terminal of connection, is led to It crosses operation or executes the application program being stored in memory 120, and call the data being stored in memory 120, execute The various functions and processing data of device, to carry out integral monitoring to device.Optionally, processor 180 may include one or Multiple processing cores；Preferably, processor 180 can integrate application processor and modem processor, wherein application processor Main processing operation system, user interface and application program etc..

Specifically in the present embodiment, processor 180 can be according to following instruction, by one or more application program The corresponding executable code of process be loaded into memory 120, and run and be stored in memory 120 by processor 180 Application program, to realize various functions:

Module 32 is obtained, is joined for obtaining to be turned in each sampling periods in historical time section using corresponding application Number, wherein the application parameter include it is each it is described be turned on apply the number of starts in each sampling periods and Averagely use duration；

Generation module 33 applies recommendation list for generating according to present period and the application parameter；

Recommending module 34, for being carried out according to the application recommendation list using recommendation, and in the aobvious of the electronic equipment Show the application that the recommendation is shown on interface.

In some embodiments, the generation module 33, further includes:

In some embodiments, the determination unit 331, is used for:

In some embodiments, the recommending module 34, comprising:

Referring to Fig. 7, Fig. 7 is another structural schematic diagram provided by the embodiments of the present application using recommendation apparatus, using pushing away Recommend device 30 further include:

Determining module 31, for according to multiple using the period in the date type and every day in the historical time section To determine the sampling periods.

Wherein, the determining module 31, further includes:

Determination unit 313 determines the sampling periods according to the date type and the application period.

The embodiment of the present application also provides a kind of electronic equipment.The electronic equipment can be smart phone, tablet computer etc. Equipment.

Referring to Fig. 8, Fig. 8 shows the structural schematic diagram of electronic equipment provided by the embodiments of the present application, the electronic equipment The application recommended method that can be used for implementing providing in above-described embodiment.The electronic equipment 1200 can be smart phone or plate Computer.

As shown in figure 8, electronic equipment 1200 may include RF (Radio Frequency, radio frequency) circuit 110, include The memory 120 of one or more (one is only shown in figure) computer readable storage mediums, input unit 130, display Unit 140, voicefrequency circuit 160, transmission module 170, includes one or more than one and (only shows one in figure sensor 150 It is a) processor 180 of processing core and the equal components of power supply 190.It will be understood by those skilled in the art that electricity shown in Fig. 8 Sub- 1200 structure of equipment does not constitute the restriction to electronic equipment 1200, may include components more more or fewer than diagram, or Person combines certain components or different component layouts.Wherein:

RF circuit 110 realizes the mutual conversion of electromagnetic wave and electric signal, thus with logical for receiving and transmitting electromagnetic wave News network or other equipment are communicated.RF circuit 110 may include various existing for executing the circuit elements of these functions Part, for example, antenna, RF transceiver, digital signal processor, encryption/deciphering chip, subscriber identity module (SIM) card, storage Device etc..RF circuit 110 can carry out communicating or by wireless with various networks such as internet, intranet, wireless network Network is communicated with other equipment.Above-mentioned wireless network may include cellular telephone networks, WLAN or Metropolitan Area Network (MAN). Various communication standards, agreement and technology, including but not limited to global system for mobile communications can be used in above-mentioned wireless network (Global System for Mobile Communication, GSM), enhanced mobile communication technology (Enhanced Data GSM Environment, EDGE), Wideband CDMA Technology (Wideband Code Division Multiple Access, WCDMA), Code Division Multiple Access (Code Division Access, CDMA), time division multiple access technology (Time Division Multiple Access, TDMA), adopting wireless fidelity technology (Wireless Fidelity, Wi-Fi) (such as U.S.'s electricity Gas and Electronic Engineering Association standard IEEE 802.11a, IEEE 802.11b, IEEE802.11g and/or IEEE 802.11n), The networking telephone (Voice over Internet Protocol, VoIP), worldwide interoperability for microwave accesses (Worldwide Interoperability for Microwave Access, Wi-Max), other are for mail, instant messaging and short message Agreement and any other suitable communications protocol, or even may include the agreement that those are not developed currently yet.

Memory 120 can be used for storing software program and module, such as the mobile management side based on D2D in above-described embodiment Corresponding program instruction/the module of method, the software program and module that processor 180 is stored in memory 120 by operation, from And application and data processing are performed various functions, the application that can promote recommendation corresponds to user's accuracy required in time, Time when target application is found so as to shorten user, improves the diversity and interaction using the human-computer interaction in recommended technology Efficiency.Memory 120 may include high speed random access memory, may also include nonvolatile memory, such as one or more magnetism Storage device, flash memory or other non-volatile solid state memories.In some instances, memory 120 can further comprise phase The memory remotely located for processor 180, these remote memories can pass through network connection to electronic equipment 1200.On The example for stating network includes but is not limited to internet, intranet, local area network, mobile radio communication and combinations thereof.

Input unit 130 can be used for receiving the number or character information of input, and generate and user setting and function Control related keyboard, mouse, operating stick, optics or trackball signal input.Specifically, input unit 130 may include touching Sensitive surfaces 131 and other input equipments 132.Touch sensitive surface 131, also referred to as touch display screen or Trackpad are collected and are used Family on it or nearby touch operation (such as user using any suitable object or attachment such as finger, stylus in touch-sensitive table Operation on face 131 or near touch sensitive surface 131), and corresponding attachment device is driven according to preset formula.It is optional , touch sensitive surface 131 may include both touch detecting apparatus and touch controller.Wherein, touch detecting apparatus detection is used The touch orientation at family, and touch operation bring signal is detected, transmit a signal to touch controller；Touch controller is from touch Touch information is received in detection device, and is converted into contact coordinate, then gives processor 180, and can receive processor 180 The order sent simultaneously is executed.Furthermore, it is possible to using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves Realize touch sensitive surface 131.In addition to touch sensitive surface 131, input unit 130 can also include other input equipments 132.Specifically, Other input equipments 132 can include but is not limited to physical keyboard, function key (such as volume control button, switch key etc.), One of trace ball, mouse, operating stick etc. are a variety of.

Display unit 140 can be used for showing information input by user or the information and electronic equipment that are supplied to user 1200 various graphical user interface, these graphical user interface can be by figure, text, icon, video and any combination thereof To constitute.Display unit 140 may include display panel 141, optionally, can use LCD (Liquid Crystal Display, liquid crystal display), the forms such as OLED (Organic Light-Emitting Diode, Organic Light Emitting Diode) come Configure display panel 141.Further, touch sensitive surface 131 can cover display panel 141, when touch sensitive surface 131 is detected at it On or near touch operation after, send processor 180 to determine the type of touch event, be followed by subsequent processing device 180 according to touching The type for touching event provides corresponding visual output on display panel 141.Although in fig. 8, touch sensitive surface 131 and display surface Plate 141 is to output and input function as two independent components to realize, but in some embodiments it is possible to by touch-sensitive table Face 131 and display panel 141 integrate and realize and output and input function.

Electronic equipment 1200 may also include at least one sensor 150, for example, optical sensor, motion sensor and other Sensor.Specifically, optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can basis The light and shade of ambient light adjusts the brightness of display panel 141, proximity sensor can when electronic equipment 1200 is moved in one's ear, Close display panel 141 and/or backlight.As a kind of motion sensor, gravity accelerometer can detect all directions The size of upper (generally three axis) acceleration, can detect that size and the direction of gravity, can be used to identify mobile phone posture when static Application (such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (for example pedometer, strikes Hit) etc.；Gyroscope, barometer, hygrometer, thermometer, infrared sensor for can also configure as electronic equipment 1200 etc. its His sensor, details are not described herein.

Voicefrequency circuit 160, loudspeaker 161, the audio that microphone 162 can provide between user and electronic equipment 1200 connect Mouthful.Electric signal after the audio data received conversion can be transferred to loudspeaker 161, by loudspeaker 161 by voicefrequency circuit 160 Be converted to voice signal output；On the other hand, the voice signal of collection is converted to electric signal by microphone 162, by voicefrequency circuit 160 receive after be converted to audio data, then by after the processing of audio data output processor 180, through RF circuit 110 to be sent to ratio Such as another terminal, or audio data is exported to memory 120 to be further processed.Voicefrequency circuit 160 is also possible that Earphone jack, to provide the communication of peripheral hardware earphone Yu electronic equipment 1200.

Electronic equipment 1200 can help user send and receive e-mail, is clear by transmission module 170 (such as Wi-Fi module) Look at webpage and access streaming video etc., it provides wireless broadband internet for user and accesses.Although Fig. 8 shows transmission mould Block 170, but it is understood that, and it is not belonging to must be configured into for electronic equipment 1200, it is can according to need completely not Change in the range of the essence of invention and omits.

Processor 180 is the control centre of electronic equipment 1200, utilizes each of various interfaces and connection whole mobile phone A part by running or execute the software program and/or module that are stored in memory 120, and calls and is stored in storage Data in device 120 execute the various functions and processing data of electronic equipment 1200, to carry out integral monitoring to mobile phone.It can Choosing, processor 180 may include one or more processing cores；In some embodiments, processor 180 can be integrated using processing Device and modem processor, wherein the main processing operation system of application processor, user interface and application program etc., modulation Demodulation processor mainly handles wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processing In device 180.

Electronic equipment 1200 further includes the power supply 190 (such as battery) powered to all parts, in some embodiments, electricity Source can be logically contiguous by power-supply management system and processor 180, to realize management charging by power-supply management system, put The functions such as electricity and power managed.Power supply 190 can also include one or more direct current or AC power source, recharge The random components such as system, power failure detection circuit, power adapter or inverter, power supply status indicator.

Although being not shown, electronic equipment 1200 can also include camera (such as front camera, rear camera), bluetooth Module etc., details are not described herein.Specifically in the present embodiment, the display unit 140 of electronic equipment 1200 is touch-screen display, Electronic equipment 1200 further includes having the perhaps more than one program one of them or more than one of memory 120 and one Program is stored in memory 120, and be configured to by one or more than one processor 180 execute one or one with Upper program includes the instruction for performing the following operation:

It obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein the application Parameter includes that each described be turned on applies the number of starts in each sampling periods and averagely use duration；According to Present period and the application parameter, which generate, applies recommendation list；It is carried out according to the application recommendation list using recommendation, and The application of the recommendation is shown on the display interface of the electronic equipment.

In some embodiments, it is turned in each sampling periods in the acquisition historical time section and is answered using corresponding Before parameter, processor 180 is also used to:

The sampling is determined according to multiple application periods in the date type and every day in the historical time section Period.

In some embodiments, processor 180 generates application according to present period and the application parameter for described Recommendation list, comprising:

In some embodiments, processor 180 for it is described according to the number of starts and it is described averagely use duration Determine each frequency of use for being turned on application, comprising:

In some embodiments, the application parameter further includes that each described be turned on is applied in each sampling periods Corresponding equipment state when interior called every time, processor 180 is for described according to present period and the application parameter It generates and applies recommendation list, further includes:

In some embodiments, processor 180 is carried out according to the application recommendation list using recommendation for described, and The application of the recommendation is shown on the display interface of the electronic equipment, comprising:

From the foregoing, it will be observed that the embodiment of the present application provides a kind of electronic equipment 1200, the electronic equipment 1200 executes following Step: it obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein the application parameter It applies the number of starts in each sampling periods including each described be turned on and averagely uses duration；According to current Period and the application parameter, which generate, applies recommendation list；It is carried out according to the application recommendation list using recommendation, and in institute The application that the recommendation is shown on the display interface of electronic equipment is stated, the application that can promote recommendation is required in time corresponding to user Accuracy, find time when target application, so as to shorten user to improve using the more of the human-computer interaction in recommended technology Sample and interactive efficiency, to promote the user experience that application is recommended.

The embodiment of the present application also provides a kind of storage medium, computer program is stored in the storage medium, when described When computer program is run on computers, the computer executes application recommended method described in any of the above-described embodiment.

It should be noted that this field common test personnel are understood that for herein described application recommended method The all or part of the process for realizing application management method described in the embodiment of the present application, is that can control phase by computer program The hardware of pass is completed, and the computer program can be stored in a computer readable storage medium, be such as stored in electronic equipment Memory in, and by the electronic equipment at least one processor execute, in the process of implementation may include such as the application The process of the embodiment of management method.Wherein, the storage medium can be magnetic disk, CD, read-only memory (ROM, Read Only Memory), random access memory (RAM, Random Access Memory) etc..

For the application recommendation apparatus of the embodiment of the present application, each functional module be can integrate in a processing core In piece, it is also possible to modules and physically exists alone, can also be integrated in two or more modules in a module.On It states integrated module both and can take the form of hardware realization, can also be realized in the form of software function module.The collection If at module realized in the form of software function module and when sold or used as an independent product, also can store In one computer readable storage medium, the storage medium is for example read-only memory, disk or CD etc..

Recommended method, device, storage medium and electronic equipment is applied to carry out to provided by the embodiment of the present application above It is discussed in detail.Specific examples are used herein to illustrate the principle and implementation manner of the present application, above embodiments Illustrate to be merely used to help understand the present processes and its core concept；Meanwhile for those skilled in the art, according to this The thought of application, there will be changes in the specific implementation manner and application range, in conclusion the content of the present specification is not answered It is interpreted as the limitation to the application.

Claims

1. a kind of apply recommended method, it is applied in electronic equipment, which is characterized in that the described method includes:

It obtains in historical time section and is turned in each sampling periods using corresponding application parameter, wherein the application parameter It applies the number of starts in each sampling periods including each described be turned on and averagely uses duration；

It is carried out according to the application recommendation list using recommendation, and shows the recommendation on the display interface of the electronic equipment Application.

2. applying recommended method as described in claim 1, which is characterized in that each sampling in the acquisition historical time section It is turned in period using before corresponding application parameter, further includes:

The sampling periods are determined according to multiple application periods in the date type and every day in the historical time section.

3. applying recommended method as described in claim 1, which is characterized in that described to be joined according to present period and the application Number, which generates, applies recommendation list, comprising:

According to the number of starts and described averagely determine that each described be turned on is applied in each sampling periods using duration Interior frequency of use；

The height of the frequency of use according to corresponding to sampling periods locating for the present period, which generates the application, to be recommended List.

4. applying recommended method as claimed in claim 3, which is characterized in that described according to the number of starts and described flat Each frequency of use for being turned on application is determined using duration, comprising:

When it is described be turned on the number of starts that is turned on application there are two or more in application it is identical when, according still further to described Averagely it is turned on using progress again using two or more identical to the number of starts of the relationship of duration from long to short Minor sort；

Each use frequency for being turned on application is determined according to the ranking results of sequence and the minor sort again for the first time The height relationship of rate.

5. applying recommended method as described in claim 1, which is characterized in that the application parameter further includes each described opened It opens and applies in each sampling periods equipment state corresponding when being called every time, it is described according to present period and institute Application parameter is stated to generate using recommendation list, further includes:

6. applying recommended method as described in claim 1, which is characterized in that described to be answered according to the application recommendation list With recommendation, and show on the display interface of the electronic equipment application of the recommendation, comprising:

When the main screen interface of electronic equipment receives the touch command slided to the right, the electronic equipment is controlled into first Display interface, and show on first display interface application of the recommendation；Or

When the main screen interface of electronic equipment receives the touch command of upward sliding, the electronic equipment is controlled into second Display interface, and show on second display interface application of the recommendation；Or

7. a kind of apply recommendation apparatus, which is characterized in that described device includes:

Module is obtained, is turned in each sampling periods in historical time section for obtaining using corresponding application parameter, wherein The application parameter includes each described being turned on the number of starts and average use applied in each sampling periods Duration；

Recommending module, for being carried out according to the application recommendation list using recommendation, and in the display interface of the electronic equipment The application of the upper display recommendation.

8. recommendation apparatus the use as claimed in claim 7, which is characterized in that described device further include:

Determining module, for being determined according to multiple application periods in the date type and every day in the historical time section The sampling periods.

9. a kind of storage medium, which is characterized in that computer program is stored in the storage medium, when the computer program When running on computers, so that computer perform claim requirement 1 to 6 is described in any item to apply recommended method.

10. a kind of electronic equipment, which is characterized in that the electronic equipment includes processor and memory, is deposited in the memory Computer program is contained, the processor is used for right of execution by calling the computer program stored in the memory Benefit requires 1 to 6 described in any item using recommended method.